Are you using "affine" to mean "for which one has an affinity"? I have never heard that nor can I see that as a wide-spread definition. Just curious!
However, OP’s usage seems logical, so I wouldn’t be upset if it became popular!
As a native German speaker, I indeed fell for this false friend. :-(